{"total":40,"rows":[{"id":"2311.05112","title":"A Survey of Large Language Models in Medicine: Progress, Application, and Challenge","created":"2023-11-09","cited_by_count":124,"area":null},{"id":"2307.14385","title":"Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data","created":"2023-07-26","cited_by_count":66,"area":null},{"id":"2207.04674","title":"CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts","created":"2022-07-11","cited_by_count":34,"area":null},{"id":"2401.02984","title":"Large Language Models in Mental Health Care: a Scoping Review","created":"2024-01-01","cited_by_count":34,"area":null},{"id":"2405.16584","title":"MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations","created":"2024-05-26","cited_by_count":21,"area":null},{"id":"2410.21348","title":"Large Language Model Benchmarks in Medical Tasks","created":"2024-10-28","cited_by_count":17,"area":null},{"id":"2305.18727","title":"An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts","created":"2023-05-30","cited_by_count":16,"area":null},{"id":"2311.09189","title":"PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models","created":"2023-11-15","cited_by_count":13,"area":null},{"id":"2502.17899","title":"Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation","created":"2025-02-25","cited_by_count":13,"area":null},{"id":"2410.03908","title":"Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis","created":"2024-10-04","cited_by_count":12,"area":null},{"id":"2401.02746","title":"Reading Between the Frames: Multi-Modal Depression Detection in Videos from Non-Verbal Cues","created":"2024-01-05","cited_by_count":11,"area":null},{"id":"2401.04655","title":"DepressionEmo: A novel dataset for multilabel classification of depression emotions","created":"2024-01-09","cited_by_count":10,"area":null},{"id":"2406.12058","title":"WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions","created":"2024-06-17","cited_by_count":10,"area":null},{"id":"2112.10064","title":"Data Augmentation for Mental Health Classification on Social Media","created":"2021-12-19","cited_by_count":7,"area":null},{"id":"2409.15687","title":"A Comprehensive Evaluation of Large Language Models on Mental Illnesses","created":"2024-09-24","cited_by_count":7,"area":null},{"id":"2406.05984","title":"Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook","created":"2024-06-10","cited_by_count":6,"area":null},{"id":"2410.08793","title":"On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook","created":"2024-10-11","cited_by_count":6,"area":null},{"id":"2503.21513","title":"Datasets for Depression Modeling in Social Media: An Overview","created":"2025-03-27","cited_by_count":5,"area":null},{"id":"2308.13710","title":"WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis","created":"2023-08-25","cited_by_count":4,"area":null},{"id":"2601.01802","title":"PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological Counselor","created":"2026-01-05","cited_by_count":4,"area":null},{"id":"2501.06859","title":"A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context","created":"2025-01-12","cited_by_count":3,"area":null},{"id":"2512.02716","title":"Menta: A Small Language Model for On-Device Mental Health Prediction","created":"2025-12-02","cited_by_count":3,"area":null},{"id":"2110.03663","title":"Quantifying the Suicidal Tendency on Social Media: A Survey","created":"2021-10-04","cited_by_count":2,"area":null},{"id":"2301.10453","title":"Predicting mental health using social media: A roadmap for future development","created":"2023-01-25","cited_by_count":1,"area":null},{"id":"2404.09045","title":"Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model","created":"2024-04-13","cited_by_count":1,"area":null},{"id":"2405.01597","title":"Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning","created":"2024-04-30","cited_by_count":1,"area":null},{"id":"2405.05795","title":"Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing","created":"2024-05-09","cited_by_count":1,"area":null},{"id":"2406.05190","title":"Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings","created":"2024-06-07","cited_by_count":1,"area":null},{"id":"2501.09309","title":"Understanding Mental Health Content on Social Media and Its Effect Towards Suicidal Ideation","created":"2025-01-16","cited_by_count":1,"area":null},{"id":"2105.08165","title":"Social Behavior and Mental Health: A Snapshot Survey under COVID-19 Pandemic","created":"2021-05-17","cited_by_count":0,"area":null},{"id":"2203.10432","title":"Interpretability of Fine-grained Classification of Sadness and Depression","created":"2022-03-20","cited_by_count":0,"area":null},{"id":"2301.02589","title":"Causal Categorization of Mental Health Posts using Transformers","created":"2023-01-06","cited_by_count":0,"area":null},{"id":"2304.04118","title":"Multi-class Categorization of Reasons behind Mental Disturbance in Long Texts","created":"2023-04-08","cited_by_count":0,"area":null},{"id":"2412.20068","title":"The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support","created":"2024-12-28","cited_by_count":0,"area":null},{"id":"2507.09565","title":"Holistix: A Dataset for Holistic Wellness Dimensions Analysis in Mental Health Narratives","created":"2025-07-13","cited_by_count":0,"area":null},{"id":"2511.04698","title":"multiMentalRoBERTa: A Fine-tuned Multiclass Classifier for Mental Health Disorder","created":"2025-11-01","cited_by_count":0,"area":null},{"id":"2511.08636","title":"Detecting Suicidal Ideation in Text with Interpretable Deep Learning: A CNN-BiGRU with Attention Mechanism","created":"2025-11-10","cited_by_count":0,"area":null},{"id":"2605.27911","title":"SuiChat-CN: Benchmarking Contextual Suicide Risk Assessment in Chinese Group Chats","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.21078","title":"Validation-Gated Causal Interventions for Interpreting High-Stakes Large Language Model Behavior: A Case Study in Suicidality Detection","created":"2026-06-19","cited_by_count":0,"area":null},{"id":"2609.25186","title":"From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health","created":"2026-09-21","cited_by_count":0,"area":null}],"next_cursor":null}